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<div class="title">simulated-annealing.hh</div>  </div>
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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">// METSlib source file - simulated-annealing.hh                  -*- C++ -*-</span></div>
<div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">/*</span></div>
<div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> * Software License Agreement (BSD License)</span></div>
<div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> *  Copyright (c) 2006-2012, Mirko Maischberger &lt;mirko.maischberger@gmail.com&gt;</span></div>
<div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> *  All rights reserved.</span></div>
<div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> *  Redistribution and use in source and binary forms, with or without</span></div>
<div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> *  modification, are permitted provided that the following conditions</span></div>
<div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *  are met:</span></div>
<div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *   * Redistributions of source code must retain the above copyright</span></div>
<div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *     notice, this list of conditions and the following disclaimer.</span></div>
<div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> *   * Redistributions in binary form must reproduce the above</span></div>
<div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> *     copyright notice, this list of conditions and the following</span></div>
<div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> *     disclaimer in the documentation and/or other materials provided</span></div>
<div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> *     with the distribution.</span></div>
<div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> *  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS</span></div>
<div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> *  &quot;AS IS&quot; AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT</span></div>
<div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> *  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS</span></div>
<div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> *  FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE</span></div>
<div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> *  COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,</span></div>
<div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> *  INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div>
<div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment"> *  BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;</span></div>
<div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment"> *  LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER</span></div>
<div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment"> *  CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT</span></div>
<div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment"> *  LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN</span></div>
<div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment"> *  ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE</span></div>
<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment"> *  POSSIBILITY OF SUCH DAMAGE.</span></div>
<div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160; </div>
<div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#ifndef METS_SIMULATED_ANNEALING_HH_</span></div>
<div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#define METS_SIMULATED_ANNEALING_HH_</span></div>
<div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160; </div>
<div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="keyword">namespace </span>mets {</div>
<div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160; </div>
<div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160; </div>
<div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="classmets_1_1abstract__cooling__schedule.html">   49</a></span>&#160;  <span class="keyword">class </span><a class="code" href="classmets_1_1abstract__cooling__schedule.html">abstract_cooling_schedule</a></div>
<div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;  {</div>
<div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;  <span class="keyword">public</span>:</div>
<div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="classmets_1_1abstract__cooling__schedule.html#aa0cb8ac805aaf2efb1148dfb951ca3eb">   53</a></span>&#160;    <a class="code" href="classmets_1_1abstract__cooling__schedule.html#aa0cb8ac805aaf2efb1148dfb951ca3eb">abstract_cooling_schedule</a>() </div>
<div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    { }</div>
<div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160; </div>
<div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    <span class="keyword">virtual</span></div>
<div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="classmets_1_1abstract__cooling__schedule.html#a9c0f63810de6b6d798c7bc0b06acf4c1">   58</a></span>&#160;    <a class="code" href="classmets_1_1abstract__cooling__schedule.html#a9c0f63810de6b6d798c7bc0b06acf4c1">~abstract_cooling_schedule</a>() </div>
<div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    { }</div>
<div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160; </div>
<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">double</span></div>
<div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="classmets_1_1abstract__cooling__schedule.html#a3d7e29dc1c9021d89af69c4e77fb6cc6">   67</a></span>&#160;    <a class="code" href="classmets_1_1abstract__cooling__schedule.html#a3d7e29dc1c9021d89af69c4e77fb6cc6">operator()</a>(<span class="keywordtype">double</span> temp, <a class="code" href="classmets_1_1feasible__solution.html">feasible_solution</a>&amp; fs) = 0;</div>
<div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;  };</div>
<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160; </div>
<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;  <span class="keyword">template</span>&lt;<span class="keyword">typename</span> move_manager_type&gt;</div>
<div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="classmets_1_1simulated__annealing.html">   72</a></span>&#160;  <span class="keyword">class </span><a class="code" href="classmets_1_1simulated__annealing.html">simulated_annealing</a> : <span class="keyword">public</span> <a class="code" href="classmets_1_1abstract__search.html">mets::abstract_search</a>&lt;move_manager_type&gt;</div>
<div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;  {</div>
<div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;  <span class="keyword">public</span>:</div>
<div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;    <span class="keyword">typedef</span> <a class="code" href="classmets_1_1simulated__annealing.html">simulated_annealing&lt;move_manager_type&gt;</a> <a class="code" href="classmets_1_1simulated__annealing.html">search_type</a>;</div>
<div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="classmets_1_1simulated__annealing.html#ac4f39a10bde417c05b815b04b741f796">  105</a></span>&#160;    <a class="code" href="classmets_1_1simulated__annealing.html#ac4f39a10bde417c05b815b04b741f796">simulated_annealing</a>(<a class="code" href="classmets_1_1evaluable__solution.html">evaluable_solution</a>&amp; starting_point,</div>
<div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;            <a class="code" href="classmets_1_1solution__recorder.html">solution_recorder</a>&amp; <a class="code" href="classmets_1_1abstract__search.html#ac2a0764914a1be2c4e06b9120c9fa7bd">recorder</a>,</div>
<div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;            move_manager_type&amp; moveman,</div>
<div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;            <a class="code" href="classmets_1_1termination__criteria__chain.html">termination_criteria_chain</a>&amp; tc,</div>
<div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;            <a class="code" href="classmets_1_1abstract__cooling__schedule.html">abstract_cooling_schedule</a>&amp; cs,</div>
<div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;            <span class="keywordtype">double</span> starting_temp,</div>
<div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;            <span class="keywordtype">double</span> stop_temp = 1e-7,</div>
<div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;            <span class="keywordtype">double</span> K = 1.0);</div>
<div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    </div>
<div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="classmets_1_1simulated__annealing.html#aa39ceb672cb3a4ca38551be26770788d">  115</a></span>&#160;    <a class="code" href="classmets_1_1simulated__annealing.html#aa39ceb672cb3a4ca38551be26770788d">simulated_annealing</a>(<span class="keyword">const</span> <a class="code" href="classmets_1_1simulated__annealing.html">simulated_annealing</a>&amp;);</div>
<div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;    <a class="code" href="classmets_1_1simulated__annealing.html">simulated_annealing</a>&amp; operator=(<span class="keyword">const</span> <a class="code" href="classmets_1_1simulated__annealing.html">simulated_annealing</a>&amp;);</div>
<div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    </div>
<div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    <span class="keyword">virtual</span> <span class="keywordtype">void</span></div>
<div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <a class="code" href="classmets_1_1simulated__annealing.html#ac8303c4604e82f142cb888b02ba32048">search</a>()</div>
<div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;      throw(<a class="code" href="classmets_1_1no__moves__error.html">no_moves_error</a>);</div>
<div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160; </div>
<div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keywordtype">void</span> setApplyAndEvaluate(<span class="keywordtype">bool</span> b) {</div>
<div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;      apply_and_evaluate = b;</div>
<div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    }</div>
<div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160; </div>
<div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;    <span class="keywordtype">double</span> </div>
<div class="line"><a name="l00135"></a><span class="lineno"><a class="line" href="classmets_1_1simulated__annealing.html#a5be9072d06636f667c6362760367682a">  135</a></span>&#160;    <a class="code" href="classmets_1_1simulated__annealing.html#a5be9072d06636f667c6362760367682a">current_temp</a>()<span class="keyword"> const </span></div>
<div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;<span class="keyword">    </span>{ <span class="keywordflow">return</span> current_temp_m; }</div>
<div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160; </div>
<div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    <span class="keyword">const</span> <a class="code" href="classmets_1_1abstract__cooling__schedule.html">abstract_cooling_schedule</a>&amp; </div>
<div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="classmets_1_1simulated__annealing.html#a3af70d63721cfb2a847c4e211283db06">  142</a></span>&#160;    <a class="code" href="classmets_1_1simulated__annealing.html#a3af70d63721cfb2a847c4e211283db06">cooling_schedule</a>()<span class="keyword"> const</span></div>
<div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;<span class="keyword">    </span>{ <span class="keywordflow">return</span> cooling_schedule_m; }</div>
<div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160; </div>
<div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;  <span class="keyword">protected</span>:</div>
<div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <a class="code" href="classmets_1_1termination__criteria__chain.html">termination_criteria_chain</a>&amp; termination_criteria_m;</div>
<div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    <a class="code" href="classmets_1_1abstract__cooling__schedule.html">abstract_cooling_schedule</a>&amp; cooling_schedule_m;</div>
<div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    <span class="keywordtype">double</span> starting_temp_m;</div>
<div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <span class="keywordtype">double</span> stop_temp_m;</div>
<div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    <span class="keywordtype">double</span> current_temp_m;</div>
<div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    <span class="keywordtype">double</span> K_m;</div>
<div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160; </div>
<div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;<span class="preprocessor">#if defined (METSLIB_TR1_BOOST)</span></div>
<div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    boost::uniform_real&lt;double&gt; ureal;</div>
<div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    boost::mt19937 rng;</div>
<div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    boost::variate_generator&lt; boost::mt19937, boost::uniform_real&lt;double&gt; &gt; gen;</div>
<div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;<span class="preprocessor">#elif defined (METSLIB_HAVE_UNORDERED_MAP) &amp;&amp; !defined (METSLIB_TR1_MIXED_NAMESPACE)</span></div>
<div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    std::uniform_real&lt;double&gt; ureal;</div>
<div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    std::mt19937 rng;</div>
<div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    std::variate_generator&lt; std::mt19937, std::uniform_real&lt;double&gt; &gt; gen;</div>
<div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;<span class="preprocessor">#else</span></div>
<div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    std::tr1::uniform_real&lt;double&gt; ureal;</div>
<div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;    std::tr1::mt19937 rng;</div>
<div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    std::tr1::variate_generator&lt; std::tr1::mt19937, std::tr1::uniform_real&lt;double&gt; &gt; gen;</div>
<div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160; </div>
<div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="keywordtype">bool</span> apply_and_evaluate;</div>
<div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;  };</div>
<div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    </div>
<div class="line"><a name="l00171"></a><span class="lineno"><a class="line" href="classmets_1_1exponential__cooling.html">  171</a></span>&#160;  <span class="keyword">class </span><a class="code" href="classmets_1_1exponential__cooling.html">exponential_cooling</a></div>
<div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    : <span class="keyword">public</span> <a class="code" href="classmets_1_1abstract__cooling__schedule.html">abstract_cooling_schedule</a></div>
<div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;  {</div>
<div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;  <span class="keyword">public</span>:</div>
<div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;    <a class="code" href="classmets_1_1exponential__cooling.html">exponential_cooling</a>(<span class="keywordtype">double</span> alpha = 0.95)</div>
<div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;      : <a class="code" href="classmets_1_1abstract__cooling__schedule.html#aa0cb8ac805aaf2efb1148dfb951ca3eb">abstract_cooling_schedule</a>(), factor_m(alpha) </div>
<div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;    { <span class="keywordflow">if</span>(alpha &gt;= 1) <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;alpha must be &lt; 1&quot;</span>); }</div>
<div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    <span class="keywordtype">double</span></div>
<div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="classmets_1_1exponential__cooling.html#a90c0c1e765e1c16c30568de354b37e3e">  179</a></span>&#160;    <a class="code" href="classmets_1_1exponential__cooling.html#a90c0c1e765e1c16c30568de354b37e3e">operator()</a>(<span class="keywordtype">double</span> temp, <a class="code" href="classmets_1_1feasible__solution.html">feasible_solution</a>&amp; <span class="comment">/*fs*/</span>)</div>
<div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    { <span class="keywordflow">return</span> temp*factor_m; }</div>
<div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;  <span class="keyword">protected</span>:</div>
<div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="keywordtype">double</span> factor_m;</div>
<div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;  };</div>
<div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160; </div>
<div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="classmets_1_1linear__cooling.html">  186</a></span>&#160;  <span class="keyword">class </span><a class="code" href="classmets_1_1linear__cooling.html">linear_cooling</a></div>
<div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;    : <span class="keyword">public</span> <a class="code" href="classmets_1_1abstract__cooling__schedule.html">abstract_cooling_schedule</a></div>
<div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;  {</div>
<div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;  <span class="keyword">public</span>:</div>
<div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    <a class="code" href="classmets_1_1linear__cooling.html">linear_cooling</a>(<span class="keywordtype">double</span> delta = 0.1)</div>
<div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;      : <a class="code" href="classmets_1_1abstract__cooling__schedule.html#aa0cb8ac805aaf2efb1148dfb951ca3eb">abstract_cooling_schedule</a>(), decrement_m(delta)</div>
<div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    { <span class="keywordflow">if</span>(delta &lt;= 0) <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">&quot;delta must be &gt; 0&quot;</span>); }</div>
<div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <span class="keywordtype">double</span></div>
<div class="line"><a name="l00194"></a><span class="lineno"><a class="line" href="classmets_1_1linear__cooling.html#a30d33a427c832bb07f5a49f052bee0bc">  194</a></span>&#160;    <a class="code" href="classmets_1_1linear__cooling.html#a30d33a427c832bb07f5a49f052bee0bc">operator()</a>(<span class="keywordtype">double</span> temp, <a class="code" href="classmets_1_1feasible__solution.html">feasible_solution</a>&amp; <span class="comment">/*fs*/</span>)</div>
<div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;    { <span class="keywordflow">return</span> std::max(0.0, temp-decrement_m); }</div>
<div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;  <span class="keyword">protected</span>:</div>
<div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;    <span class="keywordtype">double</span> decrement_m;</div>
<div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;  };</div>
<div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160; </div>
<div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;}</div>
<div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160; </div>
<div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> move_manager_t&gt;</div>
<div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<a class="code" href="classmets_1_1simulated__annealing.html#ac4f39a10bde417c05b815b04b741f796">mets::simulated_annealing&lt;move_manager_t&gt;::</a></div>
<div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;<a class="code" href="classmets_1_1simulated__annealing.html#ac4f39a10bde417c05b815b04b741f796">simulated_annealing</a>(evaluable_solution&amp; working,</div>
<div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;            solution_recorder&amp; recorder,</div>
<div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;            move_manager_t&amp; moveman,</div>
<div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;            termination_criteria_chain&amp; tc,</div>
<div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;            abstract_cooling_schedule&amp; cs,</div>
<div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;            <span class="keywordtype">double</span> starting_temp, </div>
<div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;            <span class="keywordtype">double</span> stop_temp,</div>
<div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;            <span class="keywordtype">double</span> K)</div>
<div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;  : abstract_search&lt;move_manager_t&gt;(working, recorder, moveman),</div>
<div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    termination_criteria_m(tc), cooling_schedule_m(cs),</div>
<div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    starting_temp_m(starting_temp), stop_temp_m(stop_temp),</div>
<div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;    current_temp_m(), K_m(K),</div>
<div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    ureal(0.0,1.0), rng(), gen(rng, ureal), apply_and_evaluate(false)</div>
<div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;{ </div>
<div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;}</div>
<div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160; </div>
<div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> move_manager_t&gt;</div>
<div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;<span class="keywordtype">void</span></div>
<div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="classmets_1_1simulated__annealing.html#ac8303c4604e82f142cb888b02ba32048">  223</a></span>&#160;<a class="code" href="classmets_1_1simulated__annealing.html#ac8303c4604e82f142cb888b02ba32048">mets::simulated_annealing&lt;move_manager_t&gt;::search</a>()</div>
<div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;  throw(<a class="code" href="classmets_1_1no__moves__error.html">no_moves_error</a>)</div>
<div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;{</div>
<div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;  <span class="keyword">typedef</span> <a class="code" href="classmets_1_1abstract__search.html">abstract_search&lt;move_manager_t&gt;</a> base_t;</div>
<div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160; </div>
<div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;  current_temp_m = starting_temp_m;</div>
<div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;  <span class="keywordflow">while</span>(!termination_criteria_m(base_t::working_solution_m) </div>
<div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;        &amp;&amp; current_temp_m &gt; stop_temp_m)</div>
<div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;    {</div>
<div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;      gol_type actual_cost = </div>
<div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;    <span class="keyword">static_cast&lt;</span><a class="code" href="classmets_1_1evaluable__solution.html">mets::evaluable_solution</a>&amp;<span class="keyword">&gt;</span>(base_t::working_solution_m)</div>
<div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    .cost_function();</div>
<div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;      <span class="comment">/*gol_type best_cost =</span></div>
<div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;<span class="comment">    static_cast&lt;mets::evaluable_solution&amp;&gt;(base_t::working_solution_m)</span></div>
<div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;<span class="comment">    .cost_function();*/</span></div>
<div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160; </div>
<div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;      base_t::moves_m.refresh(base_t::working_solution_m);</div>
<div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;      <span class="keywordflow">for</span>(<span class="keyword">typename</span> move_manager_t::iterator movit = base_t::moves_m.begin(); </div>
<div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;          movit != base_t::moves_m.end(); ++movit)</div>
<div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;      {</div>
<div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;        <span class="comment">// apply move and record proposed cost function</span></div>
<div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;        gol_type cost;</div>
<div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;        <span class="keywordflow">if</span>(apply_and_evaluate) {</div>
<div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;          cost = (*movit)-&gt;apply_and_evaluate(base_t::working_solution_m);</div>
<div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;        } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;          cost = (*movit)-&gt;evaluate(base_t::working_solution_m);</div>
<div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;        }</div>
<div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160; </div>
<div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;        <span class="keywordtype">double</span> delta = (<span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(cost-actual_cost));</div>
<div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;        <span class="keywordflow">if</span>(delta &lt; 0 || gen() &lt; exp(-delta/(K_m*current_temp_m)))</div>
<div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;        {</div>
<div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;          <span class="comment">// accepted: apply, record, exit for and lower temperature</span></div>
<div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;          <span class="keywordflow">if</span>(!apply_and_evaluate)</div>
<div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;            (*movit)-&gt;apply(base_t::working_solution_m);</div>
<div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160; </div>
<div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;          base_t::current_move_m = movit;</div>
<div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;          <span class="keywordflow">if</span>(base_t::solution_recorder_m.accept(base_t::working_solution_m))</div>
<div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;          {</div>
<div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;            base_t::step_m = base_t::IMPROVEMENT_MADE;</div>
<div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;            this-&gt;notify();</div>
<div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;          }</div>
<div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160; </div>
<div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;          base_t::step_m = base_t::MOVE_MADE;</div>
<div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;          this-&gt;notify();</div>
<div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;          <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;        }</div>
<div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;        <span class="keywordflow">else</span> <span class="keywordflow">if</span>(apply_and_evaluate)</div>
<div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;        {</div>
<div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;          (*movit)-&gt;unapply(base_t::working_solution_m);</div>
<div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;        }</div>
<div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;      } <span class="comment">// end for each move</span></div>
<div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;      </div>
<div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;      current_temp_m = </div>
<div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;      cooling_schedule_m(current_temp_m, base_t::working_solution_m);</div>
<div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;    }</div>
<div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;}</div>
<div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="ttc" id="aclassmets_1_1abstract__cooling__schedule_html"><div class="ttname"><a href="classmets_1_1abstract__cooling__schedule.html">mets::abstract_cooling_schedule</a></div><div class="ttdoc">Cooling criteria (for Simulated Annealing).</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:50</div></div>
<div class="ttc" id="aclassmets_1_1abstract__cooling__schedule_html_a3d7e29dc1c9021d89af69c4e77fb6cc6"><div class="ttname"><a href="classmets_1_1abstract__cooling__schedule.html#a3d7e29dc1c9021d89af69c4e77fb6cc6">mets::abstract_cooling_schedule::operator()</a></div><div class="ttdeci">virtual double operator()(double temp, feasible_solution &amp;fs)=0</div><div class="ttdoc">The function that updates the SA temperature.</div></div>
<div class="ttc" id="aclassmets_1_1abstract__cooling__schedule_html_a9c0f63810de6b6d798c7bc0b06acf4c1"><div class="ttname"><a href="classmets_1_1abstract__cooling__schedule.html#a9c0f63810de6b6d798c7bc0b06acf4c1">mets::abstract_cooling_schedule::~abstract_cooling_schedule</a></div><div class="ttdeci">virtual ~abstract_cooling_schedule()</div><div class="ttdoc">Virtual destructor</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:58</div></div>
<div class="ttc" id="aclassmets_1_1abstract__cooling__schedule_html_aa0cb8ac805aaf2efb1148dfb951ca3eb"><div class="ttname"><a href="classmets_1_1abstract__cooling__schedule.html#aa0cb8ac805aaf2efb1148dfb951ca3eb">mets::abstract_cooling_schedule::abstract_cooling_schedule</a></div><div class="ttdeci">abstract_cooling_schedule()</div><div class="ttdoc">Constructor</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:53</div></div>
<div class="ttc" id="aclassmets_1_1abstract__search_html"><div class="ttname"><a href="classmets_1_1abstract__search.html">mets::abstract_search</a></div><div class="ttdoc">An abstract search.</div><div class="ttdef"><b>Definition:</b> abstract-search.hh:81</div></div>
<div class="ttc" id="aclassmets_1_1abstract__search_html_ac2a0764914a1be2c4e06b9120c9fa7bd"><div class="ttname"><a href="classmets_1_1abstract__search.html#ac2a0764914a1be2c4e06b9120c9fa7bd">mets::abstract_search::recorder</a></div><div class="ttdeci">const solution_recorder &amp; recorder() const</div><div class="ttdoc">The solution recorder instance.</div><div class="ttdef"><b>Definition:</b> abstract-search.hh:141</div></div>
<div class="ttc" id="aclassmets_1_1evaluable__solution_html"><div class="ttname"><a href="classmets_1_1evaluable__solution.html">mets::evaluable_solution</a></div><div class="ttdoc">A copyable and evaluable solution implementation,</div><div class="ttdef"><b>Definition:</b> model.hh:157</div></div>
<div class="ttc" id="aclassmets_1_1exponential__cooling_html"><div class="ttname"><a href="classmets_1_1exponential__cooling.html">mets::exponential_cooling</a></div><div class="ttdoc">Original ECS proposed by Kirkpatrick</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:173</div></div>
<div class="ttc" id="aclassmets_1_1exponential__cooling_html_a90c0c1e765e1c16c30568de354b37e3e"><div class="ttname"><a href="classmets_1_1exponential__cooling.html#a90c0c1e765e1c16c30568de354b37e3e">mets::exponential_cooling::operator()</a></div><div class="ttdeci">double operator()(double temp, feasible_solution &amp;)</div><div class="ttdoc">The function that updates the SA temperature.</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:179</div></div>
<div class="ttc" id="aclassmets_1_1feasible__solution_html"><div class="ttname"><a href="classmets_1_1feasible__solution.html">mets::feasible_solution</a></div><div class="ttdoc">interface of a feasible solution space to be searched with tabu search.</div><div class="ttdef"><b>Definition:</b> model.hh:135</div></div>
<div class="ttc" id="aclassmets_1_1linear__cooling_html"><div class="ttname"><a href="classmets_1_1linear__cooling.html">mets::linear_cooling</a></div><div class="ttdoc">Alternative LCS proposed by Randelman and Grest</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:188</div></div>
<div class="ttc" id="aclassmets_1_1linear__cooling_html_a30d33a427c832bb07f5a49f052bee0bc"><div class="ttname"><a href="classmets_1_1linear__cooling.html#a30d33a427c832bb07f5a49f052bee0bc">mets::linear_cooling::operator()</a></div><div class="ttdeci">double operator()(double temp, feasible_solution &amp;)</div><div class="ttdoc">The function that updates the SA temperature.</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:194</div></div>
<div class="ttc" id="aclassmets_1_1no__moves__error_html"><div class="ttname"><a href="classmets_1_1no__moves__error.html">mets::no_moves_error</a></div><div class="ttdoc">Exception risen when some algorithm has no more moves to make.</div><div class="ttdef"><b>Definition:</b> model.hh:51</div></div>
<div class="ttc" id="aclassmets_1_1simulated__annealing_html"><div class="ttname"><a href="classmets_1_1simulated__annealing.html">mets::simulated_annealing</a></div><div class="ttdoc">Search by Simulated Annealing.</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:73</div></div>
<div class="ttc" id="aclassmets_1_1simulated__annealing_html_a3af70d63721cfb2a847c4e211283db06"><div class="ttname"><a href="classmets_1_1simulated__annealing.html#a3af70d63721cfb2a847c4e211283db06">mets::simulated_annealing::cooling_schedule</a></div><div class="ttdeci">const abstract_cooling_schedule &amp; cooling_schedule() const</div><div class="ttdoc">The annealing schedule instance.</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:142</div></div>
<div class="ttc" id="aclassmets_1_1simulated__annealing_html_a5be9072d06636f667c6362760367682a"><div class="ttname"><a href="classmets_1_1simulated__annealing.html#a5be9072d06636f667c6362760367682a">mets::simulated_annealing::current_temp</a></div><div class="ttdeci">double current_temp() const</div><div class="ttdoc">The current annealing temperature.</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:135</div></div>
<div class="ttc" id="aclassmets_1_1simulated__annealing_html_aa39ceb672cb3a4ca38551be26770788d"><div class="ttname"><a href="classmets_1_1simulated__annealing.html#aa39ceb672cb3a4ca38551be26770788d">mets::simulated_annealing::simulated_annealing</a></div><div class="ttdeci">simulated_annealing(const simulated_annealing &amp;)</div><div class="ttdoc">purposely not implemented (see Effective C++)</div></div>
<div class="ttc" id="aclassmets_1_1simulated__annealing_html_ac4f39a10bde417c05b815b04b741f796"><div class="ttname"><a href="classmets_1_1simulated__annealing.html#ac4f39a10bde417c05b815b04b741f796">mets::simulated_annealing::simulated_annealing</a></div><div class="ttdeci">simulated_annealing(evaluable_solution &amp;starting_point, solution_recorder &amp;recorder, move_manager_type &amp;moveman, termination_criteria_chain &amp;tc, abstract_cooling_schedule &amp;cs, double starting_temp, double stop_temp=1e-7, double K=1.0)</div><div class="ttdoc">Creates a search by simulated annealing instance.</div></div>
<div class="ttc" id="aclassmets_1_1simulated__annealing_html_ac8303c4604e82f142cb888b02ba32048"><div class="ttname"><a href="classmets_1_1simulated__annealing.html#ac8303c4604e82f142cb888b02ba32048">mets::simulated_annealing::search</a></div><div class="ttdeci">virtual void search()</div><div class="ttdoc">This method starts the simulated annealing search process.</div><div class="ttdef"><b>Definition:</b> simulated-annealing.hh:223</div></div>
<div class="ttc" id="aclassmets_1_1solution__recorder_html"><div class="ttname"><a href="classmets_1_1solution__recorder.html">mets::solution_recorder</a></div><div class="ttdoc">The solution recorder is used by search algorithm, at the end of each iteration, to record the best s...</div><div class="ttdef"><b>Definition:</b> abstract-search.hh:51</div></div>
<div class="ttc" id="aclassmets_1_1termination__criteria__chain_html"><div class="ttname"><a href="classmets_1_1termination__criteria__chain.html">mets::termination_criteria_chain</a></div><div class="ttdoc">Function object expressing a termination criteria</div><div class="ttdef"><b>Definition:</b> termination-criteria.hh:46</div></div>
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